{"id":"W2159476239","doi":"10.1016/j.ijrobp.2012.02.034","title":"A Phase II Study of Submandibular Gland Transfer Prior to Radiation for Prevention of Radiation-induced Xerostomia in Head-and-Neck Cancer (RTOG 0244)","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Salivary Gland Disorders and Functions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Head and neck cancer; Neck dissection; Radiation therapy; Amifostine; Salivary gland; Surgery; Submandibular gland; Clinical endpoint; Cancer; Internal medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693918,0.001957951,0.003444897,0.0006601385,0.0008330005,0.001106822,0.001480938,0.002382076,0.005644568],"category_scores_gemma":[0.001041366,0.0009042938,0.002285643,0.0005404734,0.001852521,0.001016978,0.0004654104,0.005273949,0.001221872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000804519,"about_ca_system_score_gemma":0.002860069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640994,"about_ca_topic_score_gemma":0.004515806,"domain_scores_codex":[0.9993655,0.0002393969,0.00002425227,0.0001447292,0.00004071643,0.0001853239],"domain_scores_gemma":[0.9992108,0.0001503925,0.00009263051,0.000120043,0.00004684725,0.0003791847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7048374,0.2195559,0.001909177,0.0005679401,0.0008203427,0.0001649439,0.0003388395,0.001500589,0.02695063,0.0001873401,0.001206929,0.04196008],"study_design_scores_gemma":[0.2356925,0.7591037,0.002234177,0.00001655821,0.000291559,0.00005692497,0.00005353934,0.0002585614,0.001630457,0.00006727703,0.0005811311,0.00001369884],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939957,0.0009528439,0.0004911134,0.0002715719,0.0002505023,0.002857533,0.000380643,0.00005896163,0.0007411784],"genre_scores_gemma":[0.9864038,0.002212051,0.001829193,0.0008884722,0.0004218092,0.004252029,0.0008054359,0.00004082987,0.003146288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005644568,"threshold_uncertainty_score":0.01888293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596656801832543,"score_gpt":0.381265000281088,"score_spread":0.3452984322627626,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}